ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k3_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.9881
• Qwk: 0.0344
• Mse: 0.9881
• Rmse: 0.9941

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.1818	2	3.8267	0.0017	3.8267	1.9562
No log	0.3636	4	2.3003	-0.0302	2.3003	1.5167
No log	0.5455	6	1.2880	0.0279	1.2880	1.1349
No log	0.7273	8	1.1572	0.0	1.1572	1.0757
No log	0.9091	10	0.8319	-0.0101	0.8319	0.9121
No log	1.0909	12	0.6837	0.0506	0.6837	0.8269
No log	1.2727	14	0.7543	0.0374	0.7543	0.8685
No log	1.4545	16	0.8269	0.0129	0.8269	0.9093
No log	1.6364	18	0.8428	0.0099	0.8428	0.9181
No log	1.8182	20	0.9464	-0.1002	0.9464	0.9728
No log	2.0	22	1.2491	0.0	1.2491	1.1176
No log	2.1818	24	1.3809	0.0	1.3809	1.1751
No log	2.3636	26	1.4664	0.0	1.4664	1.2110
No log	2.5455	28	1.6516	0.0	1.6516	1.2852
No log	2.7273	30	1.3908	0.0	1.3908	1.1793
No log	2.9091	32	0.9918	0.0016	0.9918	0.9959
No log	3.0909	34	0.8116	0.0225	0.8116	0.9009
No log	3.2727	36	0.7994	0.0260	0.7994	0.8941
No log	3.4545	38	0.7553	0.0374	0.7553	0.8691
No log	3.6364	40	0.7506	0.0506	0.7506	0.8664
No log	3.8182	42	0.7964	-0.0725	0.7964	0.8924
No log	4.0	44	0.7641	-0.0711	0.7641	0.8741
No log	4.1818	46	0.7159	0.0416	0.7159	0.8461
No log	4.3636	48	0.7260	0.0374	0.7260	0.8521
No log	4.5455	50	0.8205	0.0714	0.8205	0.9058
No log	4.7273	52	0.9739	-0.0253	0.9739	0.9868
No log	4.9091	54	0.9989	-0.0236	0.9989	0.9994
No log	5.0909	56	0.9364	0.0316	0.9364	0.9677
No log	5.2727	58	0.7354	0.0334	0.7354	0.8575
No log	5.4545	60	0.7159	0.0416	0.7159	0.8461
No log	5.6364	62	0.7317	0.0374	0.7317	0.8554
No log	5.8182	64	0.8202	-0.0753	0.8202	0.9057
No log	6.0	66	0.8460	-0.1715	0.8460	0.9198
No log	6.1818	68	0.8380	-0.0753	0.8380	0.9154
No log	6.3636	70	0.7560	-0.0215	0.7560	0.8695
No log	6.5455	72	0.7074	0.0374	0.7074	0.8411
No log	6.7273	74	0.6813	0.0416	0.6813	0.8254
No log	6.9091	76	0.6865	0.0416	0.6865	0.8285
No log	7.0909	78	0.7990	0.0549	0.7990	0.8939
No log	7.2727	80	0.7697	0.1202	0.7697	0.8773
No log	7.4545	82	0.6976	0.0416	0.6976	0.8352
No log	7.6364	84	0.7216	0.0	0.7216	0.8495
No log	7.8182	86	0.7251	0.0	0.7251	0.8515
No log	8.0	88	0.6758	0.0416	0.6758	0.8221
No log	8.1818	90	0.7148	0.0759	0.7148	0.8455
No log	8.3636	92	0.6839	-0.0188	0.6839	0.8270
No log	8.5455	94	0.6874	-0.0035	0.6874	0.8291
No log	8.7273	96	0.6812	-0.0069	0.6812	0.8254
No log	8.9091	98	0.6989	-0.0101	0.6989	0.8360
No log	9.0909	100	0.7647	0.0759	0.7647	0.8745
No log	9.2727	102	0.8160	0.0341	0.8160	0.9033
No log	9.4545	104	0.8363	0.0145	0.8363	0.9145
No log	9.6364	106	0.9092	0.0431	0.9092	0.9535
No log	9.8182	108	0.8943	-0.0717	0.8943	0.9457
No log	10.0	110	0.9024	0.0376	0.9024	0.9499
No log	10.1818	112	0.9119	-0.1205	0.9119	0.9549
No log	10.3636	114	0.9266	-0.0981	0.9266	0.9626
No log	10.5455	116	0.8747	-0.1817	0.8747	0.9353
No log	10.7273	118	0.8769	0.0341	0.8769	0.9365
No log	10.9091	120	0.9095	0.0049	0.9095	0.9537
No log	11.0909	122	0.9965	-0.0579	0.9965	0.9982
No log	11.2727	124	1.1007	0.0199	1.1007	1.0491
No log	11.4545	126	0.8910	0.0114	0.8910	0.9439
No log	11.6364	128	0.9502	0.1103	0.9502	0.9748
No log	11.8182	130	0.8616	0.0851	0.8616	0.9282
No log	12.0	132	1.1231	0.0213	1.1231	1.0598
No log	12.1818	134	1.0336	-0.0423	1.0336	1.0167
No log	12.3636	136	0.8311	0.0732	0.8311	0.9116
No log	12.5455	138	1.0151	0.0316	1.0151	1.0075
No log	12.7273	140	0.9575	0.0476	0.9575	0.9785
No log	12.9091	142	0.7913	0.0282	0.7913	0.8895
No log	13.0909	144	0.8370	-0.1895	0.8370	0.9149
No log	13.2727	146	0.8682	-0.0408	0.8682	0.9318
No log	13.4545	148	0.8808	-0.0279	0.8808	0.9385
No log	13.6364	150	0.9087	0.0146	0.9087	0.9533
No log	13.8182	152	1.0809	0.1379	1.0809	1.0397
No log	14.0	154	0.9108	0.0140	0.9108	0.9544
No log	14.1818	156	0.8284	0.0239	0.8284	0.9102
No log	14.3636	158	0.9058	0.0443	0.9058	0.9517
No log	14.5455	160	0.8573	-0.1011	0.8573	0.9259
No log	14.7273	162	0.7237	0.0970	0.7237	0.8507
No log	14.9091	164	0.7165	0.0869	0.7165	0.8464
No log	15.0909	166	0.7909	0.0937	0.7909	0.8893
No log	15.2727	168	0.9725	-0.0827	0.9725	0.9862
No log	15.4545	170	0.9963	-0.0474	0.9963	0.9982
No log	15.6364	172	0.8747	0.0441	0.8747	0.9353
No log	15.8182	174	0.8853	0.1094	0.8853	0.9409
No log	16.0	176	0.8854	0.0796	0.8854	0.9409
No log	16.1818	178	1.0024	0.0391	1.0024	1.0012
No log	16.3636	180	1.2141	0.0832	1.2141	1.1019
No log	16.5455	182	1.1184	0.0802	1.1184	1.0575
No log	16.7273	184	0.9348	0.0305	0.9348	0.9669
No log	16.9091	186	0.8471	0.0488	0.8471	0.9204
No log	17.0909	188	0.7983	0.0051	0.7983	0.8935
No log	17.2727	190	0.7912	0.0179	0.7912	0.8895
No log	17.4545	192	0.7738	0.0061	0.7738	0.8796
No log	17.6364	194	0.7296	-0.0101	0.7296	0.8542
No log	17.8182	196	0.7470	0.1318	0.7470	0.8643
No log	18.0	198	0.7750	0.1202	0.7750	0.8804
No log	18.1818	200	0.7720	0.1807	0.7720	0.8786
No log	18.3636	202	0.8163	0.0426	0.8163	0.9035
No log	18.5455	204	0.9439	-0.0291	0.9439	0.9715
No log	18.7273	206	1.0004	0.0101	1.0004	1.0002
No log	18.9091	208	0.9119	0.0246	0.9119	0.9549
No log	19.0909	210	0.9396	-0.0055	0.9396	0.9693
No log	19.2727	212	0.9582	0.0027	0.9582	0.9789
No log	19.4545	214	0.9113	-0.0055	0.9113	0.9546
No log	19.6364	216	0.8368	0.0441	0.8368	0.9147
No log	19.8182	218	0.8430	0.0469	0.8430	0.9181
No log	20.0	220	1.0492	-0.0137	1.0492	1.0243
No log	20.1818	222	1.2220	0.0285	1.2220	1.1054
No log	20.3636	224	1.0941	-0.0423	1.0941	1.0460
No log	20.5455	226	0.8695	0.0074	0.8695	0.9324
No log	20.7273	228	0.8797	0.1003	0.8797	0.9379
No log	20.9091	230	0.8459	0.1138	0.8459	0.9198
No log	21.0909	232	0.9294	-0.0707	0.9294	0.9640
No log	21.2727	234	1.0170	-0.0423	1.0170	1.0085
No log	21.4545	236	0.9275	-0.0627	0.9275	0.9631
No log	21.6364	238	0.8364	0.1138	0.8364	0.9145
No log	21.8182	240	0.8623	0.0956	0.8623	0.9286
No log	22.0	242	0.8312	0.0660	0.8312	0.9117
No log	22.1818	244	0.8659	-0.1355	0.8659	0.9305
No log	22.3636	246	1.0184	-0.0794	1.0184	1.0092
No log	22.5455	248	1.0164	-0.0794	1.0164	1.0082
No log	22.7273	250	0.8981	-0.1107	0.8981	0.9477
No log	22.9091	252	0.8084	0.0444	0.8084	0.8991
No log	23.0909	254	0.8523	0.1448	0.8523	0.9232
No log	23.2727	256	0.8729	0.1432	0.8729	0.9343
No log	23.4545	258	0.9209	-0.0484	0.9209	0.9597
No log	23.6364	260	0.9854	0.0391	0.9854	0.9927
No log	23.8182	262	0.9299	-0.0617	0.9299	0.9643
No log	24.0	264	0.8887	-0.1468	0.8887	0.9427
No log	24.1818	266	0.8542	-0.0173	0.8542	0.9242
No log	24.3636	268	0.8266	-0.0200	0.8266	0.9091
No log	24.5455	270	0.7812	0.1769	0.7812	0.8838
No log	24.7273	272	0.7552	0.1318	0.7552	0.8690
No log	24.9091	274	0.7649	0.1318	0.7649	0.8746
No log	25.0909	276	0.7848	0.1318	0.7848	0.8859
No log	25.2727	278	0.8327	0.0856	0.8327	0.9125
No log	25.4545	280	0.8660	0.0071	0.8660	0.9306
No log	25.6364	282	0.8320	0.0771	0.8320	0.9121
No log	25.8182	284	0.8183	0.1143	0.8183	0.9046
No log	26.0	286	0.8075	0.1141	0.8075	0.8986
No log	26.1818	288	0.8250	0.0455	0.8250	0.9083
No log	26.3636	290	0.8199	0.0488	0.8199	0.9055
No log	26.5455	292	0.8020	0.0410	0.8020	0.8956
No log	26.7273	294	0.7848	0.1298	0.7848	0.8859
No log	26.9091	296	0.7758	0.0355	0.7758	0.8808
No log	27.0909	298	0.7771	0.0488	0.7771	0.8815
No log	27.2727	300	0.7665	0.1423	0.7665	0.8755
No log	27.4545	302	0.7674	0.0759	0.7674	0.8760
No log	27.6364	304	0.8018	0.1095	0.8018	0.8955
No log	27.8182	306	0.8259	0.1094	0.8259	0.9088
No log	28.0	308	0.9164	0.0340	0.9164	0.9573
No log	28.1818	310	0.9821	-0.0137	0.9821	0.9910
No log	28.3636	312	0.9590	0.0159	0.9590	0.9793
No log	28.5455	314	0.8392	-0.0811	0.8392	0.9161
No log	28.7273	316	0.7789	0.0978	0.7789	0.8826
No log	28.9091	318	0.8005	0.0129	0.8005	0.8947
No log	29.0909	320	0.8166	-0.0608	0.8166	0.9036
No log	29.2727	322	0.8119	-0.0354	0.8119	0.9011
No log	29.4545	324	0.8090	0.0460	0.8090	0.8994
No log	29.6364	326	0.8433	-0.0220	0.8433	0.9183
No log	29.8182	328	0.8857	-0.0395	0.8857	0.9411
No log	30.0	330	0.8489	0.0178	0.8489	0.9214
No log	30.1818	332	0.7954	0.1187	0.7954	0.8919
No log	30.3636	334	0.7825	0.2431	0.7825	0.8846
No log	30.5455	336	0.7833	0.1094	0.7833	0.8851
No log	30.7273	338	0.8301	0.0139	0.8301	0.9111
No log	30.9091	340	0.9247	0.0117	0.9247	0.9616
No log	31.0909	342	0.9326	-0.0116	0.9326	0.9657
No log	31.2727	344	0.8586	-0.0762	0.8586	0.9266
No log	31.4545	346	0.7962	0.1139	0.7962	0.8923
No log	31.6364	348	0.8462	0.1943	0.8462	0.9199
No log	31.8182	350	0.8465	0.1943	0.8465	0.9201
No log	32.0	352	0.7981	0.1553	0.7981	0.8933
No log	32.1818	354	0.8161	0.0123	0.8161	0.9034
No log	32.3636	356	0.8438	-0.1111	0.8438	0.9186
No log	32.5455	358	0.8102	0.0547	0.8102	0.9001
No log	32.7273	360	0.7618	0.1617	0.7618	0.8728
No log	32.9091	362	0.7537	0.2105	0.7537	0.8681
No log	33.0909	364	0.7641	0.2053	0.7641	0.8741
No log	33.2727	366	0.7895	0.1272	0.7895	0.8885
No log	33.4545	368	0.8530	-0.0439	0.8530	0.9236
No log	33.6364	370	0.8504	-0.0456	0.8504	0.9222
No log	33.8182	372	0.8171	0.0220	0.8171	0.9039
No log	34.0	374	0.7771	0.1434	0.7771	0.8815
No log	34.1818	376	0.7275	0.1254	0.7275	0.8529
No log	34.3636	378	0.7279	0.1691	0.7279	0.8531
No log	34.5455	380	0.7466	0.1627	0.7466	0.8641
No log	34.7273	382	0.7487	0.1627	0.7487	0.8653
No log	34.9091	384	0.7562	0.1659	0.7562	0.8696
No log	35.0909	386	0.8214	0.0870	0.8214	0.9063
No log	35.2727	388	0.8580	-0.0204	0.8580	0.9263
No log	35.4545	390	0.8519	0.0129	0.8519	0.9230
No log	35.6364	392	0.7976	0.1604	0.7976	0.8931
No log	35.8182	394	0.7983	0.1495	0.7983	0.8935
No log	36.0	396	0.8031	0.1506	0.8031	0.8962
No log	36.1818	398	0.7840	0.1506	0.7840	0.8855
No log	36.3636	400	0.7547	0.1627	0.7547	0.8687
No log	36.5455	402	0.7380	0.1202	0.7380	0.8591
No log	36.7273	404	0.7251	0.1202	0.7251	0.8515
No log	36.9091	406	0.7206	0.1202	0.7206	0.8489
No log	37.0909	408	0.7181	0.1202	0.7181	0.8474
No log	37.2727	410	0.7262	0.1202	0.7262	0.8522
No log	37.4545	412	0.7490	0.2034	0.7490	0.8655
No log	37.6364	414	0.7661	0.1627	0.7661	0.8753
No log	37.8182	416	0.7714	0.1249	0.7714	0.8783
No log	38.0	418	0.7993	0.0856	0.7993	0.8940
No log	38.1818	420	0.8358	0.0153	0.8358	0.9142
No log	38.3636	422	0.8219	0.0114	0.8219	0.9066
No log	38.5455	424	0.7841	0.1236	0.7841	0.8855
No log	38.7273	426	0.7704	0.1659	0.7704	0.8777
No log	38.9091	428	0.7687	0.1675	0.7687	0.8767
No log	39.0909	430	0.7628	0.1675	0.7628	0.8734
No log	39.2727	432	0.7592	0.1675	0.7592	0.8713
No log	39.4545	434	0.7665	0.1244	0.7665	0.8755
No log	39.6364	436	0.7715	0.1244	0.7715	0.8783
No log	39.8182	438	0.7716	0.1244	0.7716	0.8784
No log	40.0	440	0.7743	0.1644	0.7743	0.8799
No log	40.1818	442	0.7964	0.1644	0.7964	0.8924
No log	40.3636	444	0.8262	0.1232	0.8262	0.9089
No log	40.5455	446	0.8377	0.0816	0.8377	0.9152
No log	40.7273	448	0.8459	0.0069	0.8459	0.9197
No log	40.9091	450	0.8231	0.0798	0.8231	0.9072
No log	41.0909	452	0.8029	0.1585	0.8029	0.8961
No log	41.2727	454	0.8089	0.1541	0.8089	0.8994
No log	41.4545	456	0.8057	0.1541	0.8057	0.8976
No log	41.6364	458	0.8046	0.1529	0.8046	0.8970
No log	41.8182	460	0.8027	0.1192	0.8027	0.8959
No log	42.0	462	0.7881	0.1189	0.7881	0.8877
No log	42.1818	464	0.7821	0.1189	0.7821	0.8843
No log	42.3636	466	0.7844	0.1189	0.7844	0.8857
No log	42.5455	468	0.7828	0.1599	0.7828	0.8848
No log	42.7273	470	0.7947	0.1097	0.7947	0.8915
No log	42.9091	472	0.8147	0.1506	0.8147	0.9026
No log	43.0909	474	0.8004	0.1506	0.8004	0.8947
No log	43.2727	476	0.7764	0.1599	0.7764	0.8811
No log	43.4545	478	0.7940	0.0376	0.7940	0.8911
No log	43.6364	480	0.8488	-0.0375	0.8488	0.9213
No log	43.8182	482	0.9103	0.0183	0.9103	0.9541
No log	44.0	484	0.9020	-0.0556	0.9020	0.9497
No log	44.1818	486	0.8645	0.0392	0.8645	0.9298
No log	44.3636	488	0.8436	0.1048	0.8436	0.9185
No log	44.5455	490	0.8428	0.1495	0.8428	0.9180
No log	44.7273	492	0.8222	0.1495	0.8222	0.9068
No log	44.9091	494	0.8028	0.1143	0.8028	0.8960
No log	45.0909	496	0.8081	0.0810	0.8081	0.8989
No log	45.2727	498	0.8176	0.0423	0.8176	0.9042
0.2983	45.4545	500	0.7915	0.0344	0.7915	0.8897
0.2983	45.6364	502	0.7856	0.1196	0.7856	0.8864
0.2983	45.8182	504	0.7968	0.1139	0.7968	0.8926
0.2983	46.0	506	0.8079	0.0725	0.8079	0.8989
0.2983	46.1818	508	0.8120	0.0771	0.8120	0.9011
0.2983	46.3636	510	0.8246	0.0407	0.8246	0.9081
0.2983	46.5455	512	0.8530	0.0518	0.8530	0.9236
0.2983	46.7273	514	0.8303	0.0833	0.8303	0.9112
0.2983	46.9091	516	0.8033	0.0423	0.8033	0.8963
0.2983	47.0909	518	0.7719	0.0798	0.7719	0.8786
0.2983	47.2727	520	0.7491	0.1192	0.7491	0.8655
0.2983	47.4545	522	0.7453	0.1196	0.7453	0.8633
0.2983	47.6364	524	0.7492	0.1627	0.7492	0.8655
0.2983	47.8182	526	0.7525	0.1599	0.7525	0.8674
0.2983	48.0	528	0.7559	0.1585	0.7559	0.8694
0.2983	48.1818	530	0.7868	-0.0076	0.7868	0.8870
0.2983	48.3636	532	0.8245	0.0802	0.8245	0.9080
0.2983	48.5455	534	0.8537	0.0802	0.8537	0.9240
0.2983	48.7273	536	0.8608	0.0761	0.8608	0.9278
0.2983	48.9091	538	0.8578	-0.0073	0.8578	0.9262
0.2983	49.0909	540	0.8691	0.0313	0.8691	0.9322
0.2983	49.2727	542	0.8938	0.0761	0.8938	0.9454
0.2983	49.4545	544	0.9266	0.1126	0.9266	0.9626
0.2983	49.6364	546	0.9709	-0.0423	0.9709	0.9853
0.2983	49.8182	548	0.9692	-0.0111	0.9692	0.9845
0.2983	50.0	550	0.9318	-0.0133	0.9318	0.9653
0.2983	50.1818	552	0.8765	0.0183	0.8765	0.9362
0.2983	50.3636	554	0.8567	0.0500	0.8567	0.9256
0.2983	50.5455	556	0.8086	0.0764	0.8086	0.8992
0.2983	50.7273	558	0.7767	0.1573	0.7767	0.8813
0.2983	50.9091	560	0.7837	0.1585	0.7837	0.8852
0.2983	51.0909	562	0.7944	0.1585	0.7944	0.8913
0.2983	51.2727	564	0.7973	0.1585	0.7973	0.8929
0.2983	51.4545	566	0.7908	0.1585	0.7908	0.8893
0.2983	51.6364	568	0.7911	0.0393	0.7911	0.8895
0.2983	51.8182	570	0.8314	-0.0220	0.8314	0.9118
0.2983	52.0	572	0.8595	0.0589	0.8595	0.9271
0.2983	52.1818	574	0.8887	0.0906	0.8887	0.9427
0.2983	52.3636	576	0.8955	0.0906	0.8955	0.9463
0.2983	52.5455	578	0.8688	0.0129	0.8688	0.9321
0.2983	52.7273	580	0.8510	0.0392	0.8510	0.9225
0.2983	52.9091	582	0.8298	0.1561	0.8298	0.9109
0.2983	53.0909	584	0.8254	0.1095	0.8254	0.9085
0.2983	53.2727	586	0.8196	0.1599	0.8196	0.9053
0.2983	53.4545	588	0.8132	0.2028	0.8132	0.9018
0.2983	53.6364	590	0.8069	0.0764	0.8069	0.8983
0.2983	53.8182	592	0.8133	0.0024	0.8133	0.9019
0.2983	54.0	594	0.8062	0.0	0.8062	0.8979
0.2983	54.1818	596	0.7829	0.0749	0.7829	0.8848
0.2983	54.3636	598	0.7742	0.1192	0.7742	0.8799
0.2983	54.5455	600	0.7829	0.0359	0.7829	0.8848
0.2983	54.7273	602	0.7866	0.0359	0.7866	0.8869
0.2983	54.9091	604	0.7862	0.0791	0.7862	0.8867
0.2983	55.0909	606	0.7793	0.1196	0.7793	0.8828
0.2983	55.2727	608	0.7821	0.1659	0.7821	0.8843
0.2983	55.4545	610	0.7969	0.1232	0.7969	0.8927
0.2983	55.6364	612	0.8116	0.0771	0.8116	0.9009
0.2983	55.8182	614	0.8267	0.0771	0.8267	0.9092
0.2983	56.0	616	0.8355	0.0771	0.8355	0.9140
0.2983	56.1818	618	0.8283	0.0771	0.8283	0.9101
0.2983	56.3636	620	0.8169	0.0771	0.8169	0.9038
0.2983	56.5455	622	0.8105	0.0822	0.8105	0.9003
0.2983	56.7273	624	0.7996	0.0327	0.7996	0.8942
0.2983	56.9091	626	0.7937	0.0741	0.7937	0.8909
0.2983	57.0909	628	0.7925	0.0741	0.7925	0.8902
0.2983	57.2727	630	0.7905	0.0741	0.7905	0.8891
0.2983	57.4545	632	0.7914	0.0757	0.7914	0.8896
0.2983	57.6364	634	0.7977	0.0359	0.7977	0.8931
0.2983	57.8182	636	0.8090	0.0423	0.8090	0.8994
0.2983	58.0	638	0.8157	0.0047	0.8157	0.9032
0.2983	58.1818	640	0.8118	0.0071	0.8118	0.9010
0.2983	58.3636	642	0.8074	0.0097	0.8074	0.8985
0.2983	58.5455	644	0.7744	0.0810	0.7744	0.8800
0.2983	58.7273	646	0.7493	0.1249	0.7493	0.8656
0.2983	58.9091	648	0.7302	0.1254	0.7302	0.8545
0.2983	59.0909	650	0.7236	0.1675	0.7236	0.8506
0.2983	59.2727	652	0.7292	0.1254	0.7292	0.8539
0.2983	59.4545	654	0.7421	0.1675	0.7421	0.8615
0.2983	59.6364	656	0.7619	0.1675	0.7619	0.8729
0.2983	59.8182	658	0.7926	-0.0025	0.7926	0.8903
0.2983	60.0	660	0.8729	-0.0167	0.8729	0.9343
0.2983	60.1818	662	0.9356	0.0262	0.9356	0.9673
0.2983	60.3636	664	0.9863	0.0344	0.9863	0.9931
0.2983	60.5455	666	0.9881	0.0344	0.9881	0.9941

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1